mirror of
https://github.com/VinciGit00/Scrapegraph-ai.git
synced 2026-07-12 21:01:56 +08:00
39 lines
1.0 KiB
Python
39 lines
1.0 KiB
Python
"""
|
|
depth_search_graph_opeani example
|
|
"""
|
|
import os
|
|
from dotenv import load_dotenv
|
|
from scrapegraphai.graphs import DepthSearchGraph
|
|
from langchain_community.llms import HuggingFaceEndpoint
|
|
from langchain_community.embeddings import HuggingFaceInferenceAPIEmbeddings
|
|
|
|
load_dotenv()
|
|
HUGGINGFACEHUB_API_TOKEN = os.getenv('HUGGINGFACEHUB_API_TOKEN')
|
|
|
|
repo_id = "mistralai/Mistral-7B-Instruct-v0.2"
|
|
|
|
llm_model_instance = HuggingFaceEndpoint(
|
|
repo_id=repo_id, max_length=128, temperature=0.5, token=HUGGINGFACEHUB_API_TOKEN
|
|
)
|
|
|
|
embedder_model_instance = HuggingFaceInferenceAPIEmbeddings(
|
|
api_key=HUGGINGFACEHUB_API_TOKEN, model_name="sentence-transformers/all-MiniLM-l6-v2"
|
|
)
|
|
|
|
graph_config = {
|
|
"llm": {"model_instance": llm_model_instance},
|
|
"verbose": True,
|
|
"headless": False,
|
|
"depth": 2,
|
|
"only_inside_links": False,
|
|
}
|
|
|
|
search_graph = DepthSearchGraph(
|
|
prompt="List me all the projects with their description",
|
|
source="https://perinim.github.io",
|
|
config=graph_config
|
|
)
|
|
|
|
result = search_graph.run()
|
|
print(result)
|